A tree-based Polynomial Chaos expansion for surrogate modeling and sensitivity analysis of complex numerical models

Faten Ben Said, Aurélien Alfonsi, Anne Dutfoy +4

This paper introduces Tree-based Polynomial Chaos Expansion (Tree-PCE), a novel surrogate modeling technique designed to efficiently approximate complex numerical models exhibiting…